Bayesian nonparametric models for bipartite graphs by Caron, F

Bayesian nonparametric models for ranked data by Caron, F, Teh, Y

Bayesian nonparametric models on decomposable graphs by Caron, F, Doucet, A

Sparse graphs using exchangeable random measures by Caron, F, Fox, E

Sparse Bayesian nonparametric regression by Caron, F, Doucet, A

Bayesian clustering in decomposable graphs by Bornn, L, Caron, F

Modelling individual migration patterns using a Bayesian nonparametric approach for capture-recapture data by Caron, F, Matechou, E

Efficient Bayesian Inference for Generalized Bradley-Terry Models by Caron, F, Doucet, A

BAYESIAN NONPARAMETRIC PLACKETT-LUCE MODELS FOR THE ANALYSIS OF PREFERENCES FOR COLLEGE DEGREE PROGRAMMES by Caron, F, Teh, Y, Murphy, T

Sparse networks with core-periphery structure by Naik, C, Caron, F, Rousseau, J

Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks by Gray-Davies, T, Holmes, C, Caron, F

Generalized polya urn for time-varying dirichlet process mixtures by Caron, F, Davy, M, Doucet, A

Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data by Miscouridou, X, Caron, F, Teh, Y

Probabilistic low-rank matrix completion with adaptive spectral regularization algorithms by Todeschini, A, Caron, F, Chavent, M

Exchangeable random measures for sparse and modular graphs with overlapping communities by Todeschini, A, Miscouridou, X, Caron, F

On-line changepoint detection and parameter estimation with application to genomic data by Caron, F, Doucet, A, Gottardo, R

On sparsity, power-law and clustering properties of graphex processes by Caron, F, Panero, F, Rousseau, J

A unified construction for series representations and finite approximations of completely random measures by Lee, J, Miscouridou, X, Caron, F

On-line changepoint detection and parameter estimation with application to genomic data by Caron, F, Doucet, A, Gottardo, R

Asymptotic analysis of statistical estimators related to MultiGraphex processes under misspecification by Naulet, Z, Rousseau, J, Caron, F